Prove every AI action from research to closing argument. Signed, logged, and defensible when it counts.



Built for Regulated Practice
Most AI platforms were not built to answer for what they do. V-Stela gives your firm the record that can.
The Context Ceiling
The Problem:
Your AI session cannot reach every system your firm depends on without losing context.
Our Solution:
V-Stela’s semantic index loads only the tools the task requires, keeping your entire legal stack reachable from a single session without performance loss.
The Privilege Gap
The Problem:
Privilege, ethical walls, and outside counsel guidelines are not enforced in a standard deployment.
Our Solution:
V-Stela evaluates every AI request against your policy profile before it executes. Permitted actions are stamped. Denied actions are recorded.
The Sovereignty Gap
The Problem:
Matter data leaving your perimeter violates most outside counsel guidelines before anyone notices.
Our Solution:
V-Stela’s agentic runtime runs inside your perimeter. Nothing leaves unless you explicitly permit it.
Built on V-Stela
Three purpose-built tools. One sovereign platform. Every action logged and defensible from the first request to the final deliverable.
The Foundation
The platform descriptor beneath every nnLabs legal deployment. V-Stela federates your entire legal stack behind a single endpoint, enforces your policy profile on every AI request, and records every action in a signed audit trail the firm owns. Provider-agnostic by design. You choose the model.
The Paper Trail
Built on V-Stela. Lexicon drafts and redlines across forty legal document types with a court-verifiable fingerprint embedded in every output file. Citation verification runs as a required policy action, not an optional one. Every document your team produces carries the evidence of how it was made.
The Spoken Record
Built on V-Stela. Designed for senior practitioners whose hands are full while the work is happening. Jurisdiction-aware consent capture with two-party scripts built for CA, FL, IL, MA, PA, and WA. Every voice session lands in the same signed audit trail as the rest of the platform.
Legal Use-Cases
What legal professionals, security researchers, and regulators are reporting about AI in practice today.
Most deployments were not built to produce evidence after the fact. V-Stela’s signed audit trail exists for the moment someone asks what the AI did and why.
The confidence gap is not a capability problem. It is an infrastructure issue. When the work cannot be traced back to a verified source, practitioners won’t sign off on it.
When a session carries tools it does not need, it starts picking the wrong ones. V-Stela’s semantic index solves this at the architecture level, not the prompt level.
V-Stela is designed for any practice where the stakes of an AI error are professional, not just operational. AmLaw 200 firms, sophisticated mid-market practices, and in-house legal teams at regulated enterprises are the primary fit.
The platform is particularly well-suited for firms carrying cross-border matters, health sector representations, or clients with strict outside counsel guidelines.
No. V-Stela federates the tools you already use. Your document management system, research platforms, contract lifecycle tools, and e-discovery environment stay in place.
V-Stela sits between them and the AI, connecting everything through a single endpoint without requiring you to rip and replace your current investments.
The founding design partner cohort is structured around a fixed-fee pilot with a two-week letter of intent and a defined scope before any production data is involved.
The engagement is staged so the first step carries no obligation, and the engineering team works alongside your team through integration rather than handing off documentation and stepping away.
You do. The audit log, the policy bundle, and any locally trained adapters belong to the firm or the client at the end of the engagement. Nothing about your matters, your clients, or your practice patterns enters a multi-tenant training set.
Because V-Stela is provider-agnostic, switching models does not require rebuilding your compliance posture or your policy profiles. If a frontier vendor changes their terms, pricing, or data handling, your deployment continues operating on the same policy framework with a different model underneath it.